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The phrase "a very slim advantage" is correct and usable in written English.
It can be used to describe a minimal or slight benefit in a competitive context.
Example: "Despite the team's efforts, they only managed to secure a very slim advantage over their rivals in the final minutes of the game."
Alternatives: "a slight edge" or "a narrow benefit."
Exact(2)
Recent polls have shown Ms. Warren with a very slim advantage, though all have been within the margin of sampling error.
As Trippi notes, a pattern emerges from an examination of traditional poll data: "Among voters over the age of 30, Bush or Kerry (depending on the state) holds a very slim advantage," he says.
Similar(57)
"That is a very slim reed".
He won with a very slim majority of five seats.
"There's a very slim margin of error," he said.
"We ran it on a very slim majority.
Indeed, the C.D.U. had a very slim lead.
There is still a chance of qualifying, albeit a very slim one.
We had a very slim possibility of surviving, and we did and here we are".
Paul: There's only a very slim chance of another title game rematch.
"There is a very slim ray of hope now," he said by phone from Jaipur.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com